Using Explainable Artificial Intelligence (XAI) for sentiment analysis (NLP)
☆14Mar 28, 2022Updated 4 years ago
Alternatives and similar repositories for XAI_sentiment_proj
Users that are interested in XAI_sentiment_proj are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Explain Neural Networks using Layer-Wise Relevance Propagation and evaluate the explanations using Pixel-Flipping and Area Under the Curv…☆17Aug 7, 2022Updated 4 years ago
- AQI-prediction using Nested LSTM and wavelet transform (WT) based on Keras.☆13Oct 16, 2021Updated 4 years ago
- A pytorch implemention of the Explainable AI work 'Contrastive layerwise relevance propagation (CLRP)'☆17Jun 24, 2022Updated 4 years ago
- [ECCV24] Layer-Wise Relevance Propagation with Conservation Property for ResNet☆15Sep 20, 2024Updated last year
- On Explaining Your Explanations of BERT: An Empirical Study with Sequence Classification☆29Nov 30, 2022Updated 3 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- LRP for LSTMs, GRUs, and BERT.☆17Jan 16, 2021Updated 5 years ago
- A pytorch implementation of TSK fuzzy sytems.☆18Nov 14, 2019Updated 6 years ago
- A text summarizer using Seq2Seq model☆14Sep 7, 2021Updated 4 years ago
- Implementation and helper scripts for the BART-TL model - https://www.aclweb.org/anthology/2021.eacl-main.121/☆17May 20, 2021Updated 5 years ago
- ☆23Jun 20, 2020Updated 6 years ago
- 使用LSTM及股票因子数据预测未来收益，使用LRP(layer-wise relevance propagation)增强网络可解释性☆31Sep 24, 2019Updated 6 years ago
- A collection of topic diversity measures for topic modeling☆51Aug 3, 2021Updated 5 years ago
- Determine land use and land cover classification based on Sentinel-2 satellite images with state-of-the-art performance 🛰☆27May 4, 2019Updated 7 years ago
- Layer-wise Relevance Propagation (LRP) for LSTMs.☆224Apr 24, 2020Updated 6 years ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- Document classification into four defined categories (World, Sports, Business, Sci/Tech). Text Pre-processing using NLTK. Trained with di…☆26Aug 18, 2020Updated 6 years ago
- Tensorflow 2.1 implementation of LRP for LSTMs☆41Jan 9, 2023Updated 3 years ago
- ML algorithms from scratch☆34Sep 4, 2025Updated last year
- A utility for generating heatmaps of YOLO object detection models using Layerwise Relevance Propagation (LRP/CRP).☆52Aug 25, 2026Updated last week
- Train unsupervised LDA Topic Model on raw Yelp review text, use topic distributions as feature inputs to supervised classifier of review …☆75Oct 28, 2019Updated 6 years ago
- ☆10Mar 13, 2023Updated 3 years ago
- ☆11Nov 18, 2023Updated 2 years ago
- Spectral Graph Attention Network with Fast Eigen-approximation☆11Dec 24, 2021Updated 4 years ago
- Towards Visual Explanations for Convolutional Neural Networks via Input Resampling☆13Aug 16, 2017Updated 9 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Code for the paper "Refining Language Model with Compositional Explanation" (NeurIPS 2021)☆11Oct 25, 2021Updated 4 years ago
- NLP projects☆12May 19, 2021Updated 5 years ago
- Comparing sequential forecasters via confidence sequences & e-processes☆11Oct 24, 2023Updated 2 years ago
- ☆14Feb 10, 2023Updated 3 years ago
- Multivariate Regression and Classification Using an Adaptive Neuro-Fuzzy Inference System (Takagi-Sugeno) and Particle Swarm Optimization…☆52Jan 24, 2022Updated 4 years ago
- First explanation metric (diagnostic report) for text generation evaluation☆62Mar 3, 2025Updated last year
- Code for ICML 2021 paper "Regularizing towards Causal Invariance: Linear Models with Proxies" (ICML 2021)☆11Mar 14, 2022Updated 4 years ago
- CascadER: Cross-Modal Cascading for Knowledge Graph Link Prediction (arXiv 22)☆13Jun 17, 2022Updated 4 years ago
- ☆50Jun 12, 2023Updated 3 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- Code for the paper "Optimal Off-Policy Evaluation from Multiple Logging Policies"☆15Jul 17, 2021Updated 5 years ago
- Public repo containing code to train, visualize, and evaluate semi-supervised topic models and baselines for regression/classification on…☆11Apr 15, 2020Updated 6 years ago
- ICLR 2023: Learning to Extrapolate: A Transductive Approach☆11Aug 15, 2023Updated 3 years ago
- Deep Generative Model (Torch)☆10Apr 19, 2016Updated 10 years ago
- Code accompanying our ICML 2020 paper on choice set optimization in group decision-making.☆10Jun 27, 2020Updated 6 years ago
- Custom graph/network/multi-weighted network class based on storing list of neighbors for each nodes (as opposed to edge list) for scalabl…☆11Jan 18, 2024Updated 2 years ago
- Software package for intertemporal pricing optimization under reference effects and consumer heterogeneity estimation. Please see REAMDE.…☆11Mar 7, 2024Updated 2 years ago